Title :
On the use of entropy for optimal radar resource management and control
Author :
Berry, Paul E. ; Fogg, David A B
Author_Institution :
Defence Sci. & Technol. Organ., Edinburgh, UK
Abstract :
The use of information entropy as a quantitative measure of uncertainty for radar resource management and control objectives is explored and applied to issues of current interest. It is seen to be rigorous and objective, and therefore potentially superior to heuristic, rule-based approaches for problems which can be formulated in probabilistic terms. It is particularly appropriate for sensor systems in general which have as their objective the acquisition of information, but which are dominated by uncertainty and subject to time and resource constraints. Examples of the application of this control and management methodology are given to radar problems on widely differing time-scales: the scheduling of track updates in a beam-agile radar (ms), and the tasking of a constellation of SAR surveillance satellites for maritime search and tracking (hours).
Keywords :
adaptive control; entropy; marine radar; optimisation; phased array radar; probability; radar detection; radar tracking; search radar; spaceborne radar; synthetic aperture radar; uncertainty handling; SAR surveillance satellites; adaptive control; beam-agile radar track updates; constellation tasking; constrained optimisation problem; information acquisition; information entropy; maritime search; maritime tracking; multifunction phased array radar; optimal radar resource management; probabilistic problems; radar control; radar detection; resource constraints; synthetic aperture radar; time constraints; uncertainty measure; Current measurement; Information entropy; Measurement uncertainty; Optimal control; Radar applications; Radar measurements; Radar tracking; Resource management; Sensor systems; Time factors;
Conference_Titel :
Radar Conference, 2003. Proceedings of the International
Print_ISBN :
0-7803-7870-9
DOI :
10.1109/RADAR.2003.1278804